The First Intelligent Engineering 2026: XJTU-XJTLU-UoL Joint Symposium. Topic presented: From Sceptical to Suspicious – Enhancing Fraud Detection in Hotel Revenue Auditing through Causal Audit Data Analytics: Integrating Do-Calculus and Bayesian Reasoning.